visual reasoning

VisPlay: Self-Evolving Vision-Language Models CVPR 2026 VisRef: Visual Refocusing while Thinking Improves Test-Time Scaling in Multi-Modal Large Reasoning Models CVPR 2026 VisRes Bench: On Evaluating the Visual Reasoning Capabilities of VLMs CVPR 2026 VL-Calibration: Decoupled Confidence Calibration for Large Vision-Language Models Reasoning ACL 2026 What, Whether and How? Unveiling Process Reward Models for Thinking with Images Reasoning AAAI 2026 When Does Auxiliary Modality Matter in Solving Geometric Problems? A Comprehensive Study of Textual, Formal, and Visual Modalities EACL 2026 When to Think and When to Look: Uncertainty-Guided Lookback CVPR 2026 Will Multimodal Models Be Dazzled by Multi-Image Visual Puzzles? CVPR 2026 3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding ICCV 2025 A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 An Investigation on LLMs' Visual Understanding Ability using SVG for Image-Text Bridging WACV 2025 ANNEXE: Unified Analyzing, Answering, and Pixel Grounding for Egocentric Interaction CVPR 2025 Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks? ACL 2025 Argus: Vision-Centric Reasoning with Grounded Chain-of-Thought CVPR 2025 A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method & Challenges ACL 2025 BabyVLM: Data-Efficient Pretraining of VLMs Inspired by Infant Learning ICCV 2025 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 Beyond Text: Fine-Grained Multi-Modal Fact Verification with Hypergraph Transformers AAAI 2025 Beyond Visual Understanding Introducing PARROT-360V for Vision Language Model Benchmarking COLING 2025 Boosting Visual Knowledge-Intensive Training for LVLMs Through Causality-Driven Visual Object Completion IJCAI 2025 Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025 Brown Like Chocolate: How Vision-Language Models Associate Skin Tone with Food Colors EMNLP 2025 Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences? ACL 2025 Can Large Language Models Understand Symbolic Graphics Programs? ICLR 2025